Check the context.
Confirm the analysis date, portfolio and any stale-input warning.
Start here / Your first review
Know where to start, what each tab offers, and how to reach evidence you can explain.
The example is public and synthetic. The private app requires an approved account. Requesting access does not create an account.
First-time path
Bring tickers, capital weights and the period you want to investigate. Check supported history before choosing the analysis window.
Add tickers and capital weights totaling 100% in Overview. These are draft inputs.
OverviewIn Research, check Features and Model, then choose Build Model. Resolve any readiness issue before continuing.
ResearchIn Portfolio risk, choose Build exposures, then Build risk analysis. Each stage uses explicit controls.
Portfolio riskReturn to Overview for the portfolio story. Use Review / export to keep a brief and restorable run bundle.
Review / exportData & Variables is an optional preparation area. Refresh snapshot metadata, then use the refreshed snapshot for the next Build. Inspect source, units and coverage, select inputs, choose Build coverage preview, then Use these inputs in Research. Feature inputs and portfolio-pricing history have different roles.
A supported ticker can still lack history for your chosen dates. Keep the holding's actual identity and correct the request explicitly; the app does not silently substitute an instrument or invent prices. Model and exposure settings determine what can be estimated, not whether an investment strategy works.
Returning-user path
Confirm the analysis date, portfolio and any stale-input warning.
Read overall drivers, select a supported regime, then check changes and uncertainty.
Export a brief and run bundle. Session history is temporary; restore a compatible bundle after reconnecting.
Changing a tab or chart does not refresh data or fit a model. Draft edits leave saved evidence intact until the relevant explicit Build succeeds.
The workspace at a glance
Open a tab below for its prerequisites, output and recommended next step. App links require sign-in.
Core
Enter holdings; return here to read the saved portfolio story.
Requires: Holdings to start; completed Builds for results.
Produces: Draft weights, saved history, drivers and review questions.
Next: Research
Open Overview in the appHelp
Follow the workflow and find the right tab.
Requires: An approved account; no analysis required.
Produces: A next step and a map of the workspace.
Next: Overview
Open Start here in the appCore
Use Portfolio → Features → Model → Build; press Build Model explicitly.
Requires: Valid weights, selected features and supported dates/history.
Produces: Saved portfolio history, fitted regimes and diagnostics.
Next: Portfolio risk
Open Research in the appOptional preparation
Inspect sources/units, connect published metadata, preview coverage and apply selected features to Research.
Requires: A published snapshot for file verification and previews.
Produces: A feature draft and coverage evidence; no fitted model.
Next: Research
Open Data & Variables in the appCore
Build exposures, then Build risk analysis; inspect signed driver comparisons.
Requires: A successful Build Model; supported sleeve history for exposures.
Produces: Measured exposures, reconciled risk and conditional evidence.
Next: Overview
Open Portfolio risk in the appSupporting review
Inspect saved probabilities, timing, sample support and diagnostics.
Requires: Saved model inference.
Produces: Evidence about this model's states and their limitations.
Next: Review / export
Open Regime evidence in the appOptional analysis
Compare a declared proposal or benchmark using the saved covariance.
Requires: Compatible saved risk and measured history for every instrument.
Produces: Historical comparisons; no forward stress probabilities.
Next: Review / export
Open Scenarios in the appCore
Review/export a brief and owner-bound bundle, or restore a compatible bundle.
Requires: A saved run to export; a valid owner-bound bundle to restore.
Produces: Portable evidence and session history.
Next: Overview
Open Review / export in the appAdvanced research
Inspect declared matrix semantics and principal eigenspaces.
Requires: Supported saved exposure/risk evidence; explicit Builds for new work.
Produces: Statistical diagnostics, not causal economic drivers.
Next: Portfolio risk
Open Conditional PCA Research in the appRegimes are model-defined states. Historical membership is not forecast confidence, and a negative risk contribution does not establish lasting diversification.
Email Joe about your use case. He can confirm availability and the account to use. No account is created by sending an email.
Request access